What are the hardware requirements for Ornith 1.0 35B Mxfp4 Vision Mtplx?

Ornith 1.0 35B Mxfp4 Vision Mtplx requires approximately 19.3 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Ornith 1.0 35B Mxfp4 Vision Mtplx and how large is it?

Ornith 1.0 35B Mxfp4 Vision Mtplx is developed by Shiftedx, a model with 35b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate Ornith 1.0 35B Mxfp4 Vision Mtplx?

Ornith 1.0 35B Mxfp4 Vision Mtplx is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Ornith 1.0 35B Mxfp4 Vision Mtplx by Shiftedx — VRAM 19.3GB

Name: Ornith 1.0 35B Mxfp4 Vision Mtplx
Author: Shiftedx

Ornith 1.0 35B Mxfp4 Vision Mtplx is an open-source language model by Shiftedx. Features: 35b LLM, VRAM: 19.3GB, License: apache-2.0.

4-bit Apple-silicon Base model:deepreinforce-ai/or... Base model:quantized:deepreinf... Conversational Image-text-to-text Mlx Mlx-vlm Moe Mtplx Multi-token-prediction Mxfp4 Qwen3.5 Qwen3 5 moe Region:us Safetensors Sharded Speculative-decoding Tensorflow Vision

Model Card on HF 🤗: https://huggingface.co/Shiftedx/ornith-1.0-35b-mxfp4-vision-mtplx

Ornith 1.0 35B Mxfp4 Vision Mtplx Parameters and Internals

LLM Name	Ornith 1.0 35B Mxfp4 Vision Mtplx
Repository 🤗	https://huggingface.co/Shiftedx/ornith-1.0-35b-mxfp4-vision-mtplx
Base Model(s)	deepreinforce-ai/Ornith-1.0-35B deepreinforce-ai/Ornith-1.0-35B
Model Size	35b
Required VRAM	19.3 GB
Updated	2026-08-09
Maintainer	Shiftedx
Model Type	qwen3_5_moe
Model Files	1.1 GB: 1-of-16 1.2 GB: 2-of-16 1.3 GB: 3-of-16 1.1 GB: 4-of-16 1.2 GB: 5-of-16 1.3 GB: 6-of-16 1.1 GB: 7-of-16 1.2 GB: 8-of-16 1.3 GB: 9-of-16 1.1 GB: 10-of-16 1.2 GB: 11-of-16 1.3 GB: 12-of-16 1.1 GB: 13-of-16 1.2 GB: 14-of-16 1.3 GB: 15-of-16 0.4 GB: 16-of-16 0.9 GB: 1-of-1 0.6 GB
Model Architecture	Qwen3_5MoeForConditionalGeneration
License	apache-2.0
Model Max Length	262144
Transformers Version	5.8.1
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Errors	replace

Rank the Ornith 1.0 35B Mxfp4 Vision Mtplx capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

Instruction Following and Task Automation
Factuality and Completeness of Knowledge
Censorship and Alignment
Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation

Best Alternatives to Ornith 1.0 35B Mxfp4 Vision Mtplx

Best Alternatives	Context / RAM	Downloads	Likes
Qwen3.6 35B A3B	0K / 72.2 GB	5540855	2648
KAT Coder V2.5 Dev	0K / 69.7 GB	17885	537
Qwen3.6 35B A3B NVFP4	0K / 23.4 GB	8788684	482
XYZ Aquila Mini	0K / 70.2 GB	1760	432
Qwen3.6 35B A3B Escha W2	0K / 12.3 GB	3622	236
BTL 4	0K / 69.9 GB	571	74
Qwen3.6 35B A3B Abliterated V2	0K / 70.2 GB	621	9
BigBang V1	0K / 71.5 GB	154	84
...e 4.7 Opus Reasoning Distilled	0K / 72.2 GB	28687	194
Ornith 1.0 35B MTPLX	0K / 19.5 GB	25034	18

Note: green Score (e.g. "73.2") means that the model is better than Shiftedx/ornith-1.0-35b-mxfp4-vision-mtplx.